Abstract
Background
Early adolescent unintended pregnancy and sexually transmitted infection prevention are significant public health challenges in the United States. Parental influence can help adolescents make responsible and informed sexual health decisions toward delayed sexual debut; yet parents often feel ill equipped to communicate about sex-related topics. Intergenerational games offer a potential strategy to provide life skills training to young adolescents (aged 11-14 years) while engaging them and their parents in communication about sexual health.
Objective
This study aims to describe the development of a web-based online sexual health intergenerational adventure game, the Secret of Seven Stones (SSS), using an intervention mapping (IM) approach for developing theory- and evidence-based interventions.
Methods
We followed the IM development steps to describe a theoretical and empirical model for young adolescent sexual health behavior, define target behaviors and change objectives, identify theory-based methods and practical applications to inform design and function, develop and test a prototype of 2 game levels to assess feasibility before developing the complete 18-level game, draft an implementation plan that includes a commercial dissemination strategy, and draft an evaluation plan including a study design for a randomized controlled trial efficacy trial of SSS.
Results
SSS comprised an adventure game for young adolescent skills training delivered via a desktop computer, a text-based notification system to provide progress updates for parents and cues to initiate dialogue with their 11- to 14-year-old child, and a website for parent skills training and progress monitoring. Formative prototype testing demonstrated feasibility for in-home use and positive usability ratings.
Conclusions
The SSS intergenerational game provides a unique addition to the limited cadre of home-based programs that facilitate parent involvement in influencing young adolescent behaviors and reducing adolescent sexual risk taking. The IM framework provided a logical and thorough approach to development and testing, attentive to the need for theoretical and empirical foundations in serious games for health.
Keywords: serious game; intervention mapping; sexual health; adolescents; sexually transmitted infections; teenage pregnancy; parent, communication; intergenerational; mobile phone
Introduction
Background
Early sexual debut in adolescents is a pervasive public health challenge in the United States. Nearly half (46.8%) of high school students reported having engaged in sexual intercourse, whereas 5.6% reported having engaged in sex before the age of 13 years [1]. Furthermore, teenagers and young adults (aged 10-24 years) represent approximately 90% of single parents and half of all new cases of sexually transmitted infections (STIs) [2,3]. Sexuality and gender identity typically emerge during early adolescence around 10 to 14 years of age, a period corresponding with early experimentation with sexual behaviors [4]. However, it is also a time of receptivity to health messages and therefore opportune for interventions to positively influence future sexual health decision making [4].
School- and clinic-based prevention programs often achieve broad support and success in reducing sexual risk behaviors in young adolescents [5-14]. Conversely, these programs often face implementation barriers such as perceptions of sex education as controversial, limited time and resources, and lack of fidelity [14-17]. Furthermore, school- and clinic-based programs face challenges in effectively involving parents as an unintended pregnancy and STI and HIV prevention mediator. A growing body of research supports the importance of parents’ influence on young adolescent risk behaviors; however, many parents express reluctance to discuss sex with young adolescents because of the belief that they lack time, knowledge, or appropriate skills [18-20]. Young adolescents also report a desire to discuss sexual health–related topics with their parents but feel that their parents need training on how to communicate about these topics [21]. Web-based and mobile technology may provide utility in reaching young adolescents and parents with novel sexual health skills training programs [22-24]. Serious gaming offers promise as an innovative and efficacious approach to sexual health education, operating as a forum to promote a common intergenerational experience, and as a catalyst for increased communication [25-36]. Recent research on parent-based adolescent sexual health education suggests promise for the use of intergenerational games in enabling collaborative engagement across age groups [37].
Purpose
The purpose of this study is to describe the development of a novel in-home web-based intergenerational game for parent and young adolescent (11-14 years) dyads, the Secret of the Seven Stones (SSS), designed to provide sexual health skills training to young adolescents and to positively impact dyadic sexual health communication. SSS is played on internet-accessible devices through the Adobe Air framework and comprises 18 game levels (each of 45 min of game play) with 50 interactive skills training clusters, 54 card battle sequences, and 7 game-mediated parent-young adolescent partner-engage-plan (PEP) talks. Players adopt an avatar to negotiate the town of Seven Stones and assume a hero’s quest to liberate the inhabitants when their personal life rules are challenged in contexts of maintaining healthy friendships, understanding puberty and reproduction, having healthy dating relationships, refusing sex, and negotiating safe sexual practices. The player must power-up their wisdom, skill, and support capabilities in these domains (represented in the game as battle cards) in a dojo using skill training and rehearsal mini-games, animations, puzzles, quizzes, role modeling, and peer video. The player can then liberate an inhabitant by winning a card battle, releasing them from misperceptions, poor judgment, and bad decision making. At 7 milestones in the game, the player is cued to have a PEP talk with their collaborating parent who is a gatekeeper, conferring a code that enables continuation of the quest. PEP talks focus on the concepts and strategies covered in the game and also introduces each of the 7 character traits that are important in navigating one’s life decisions (eg, respect, vision, persistence, caring, responsibility, courage, and integrity). Throughout the game, SMS text prompts notify the parent of the player’s progress, cue them to an upcoming PEP talk, and link them to parent website resources that can assist with the PEP talk, providing progress tracking, supporting videos, and downloadable fact sheets. Theoretical methods and practical applications guide behavioral skills training that draws from 135 performance behaviors and over 1300 learning objectives within 15 sexual health domains encompassing responsible decision making about communication, friendships, dating relationships, sex, and social support. SSS was developed using the intervention mapping (IM) framework [38]. The development process is described in the context of each of the six IM steps.
Methods
Overview
We developed SSS through a National Institutes of Health (NIH) Small Business Technology Transfer Research (STTR) project collaborative between UTHealth (The University of Texas Health Science Center Houston) and Radiant Creative Group, LLC. Our development team comprised specialists in adolescent sexual health, computer-based interventions, parent-child communication, and digital media development. The Parent-Youth Advisory Group (P-YAG) provided conceptual guidance and formative evaluation. Parents (n=20) and young adolescents (n=19, aged 11-14 years) were recruited through flyers, targeted Facebook advertisements, and word of mouth. Young adolescents were mainly female (13/19, 68%), mean 12 (SD 0.28) years old, African American (9/19, 47%), and White (8/19, 42%). Parents were mainly mothers (17/20, 85%), African American (8/20, 40%), White (9/20, 45%), and Hispanic (3/20, 15%). IM, a 6-step framework for developing evidence- and theory-based intervention programs, guided our development process (Table 1) [38]. Our study was approved by the University of Texas UTHealth Institutional Review Board. At the initial P-YAG meeting, parents and young adolescents signed consent and assent forms, respectively.
Table 1.
IMa steps | IM tasks | Intermediate development productsb |
Step 1: Assess need & develop a logic model of the problem |
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Step 2: Develop matrices of change objectives |
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Step 3: Identify theory-based methods and practical applications for program design |
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Step 4: Produce program components and materials |
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Step 5: Plan for program adoption, implementation, and sustainability |
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Step 6: Plan for evaluation |
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aIM: intervention mapping.
bYouth indicates young adolescents (11-14 years).
cP-YAG: Parent-Youth Advisory Group.
dPRECEDE: predisposing, reinforcing, and enabling constructs in educational diagnosis and evaluation.
eSSS: Secret of Seven Stones.
Intervention Development
IM is a stepped framework to guide the development of behavioral interventions, providing a process by which program developers can apply social and behavioral science theories within the practice of health behavior change [38]. It comprises 6 primary steps: (1) assess needs and develop a logic model of the health problem; (2) develop matrices of behavioral change objectives; (3) identify theory-based methods and practical applications to design the program; (4) produce program components and materials; (5) plan for program adoption, implementation, and sustainability; and (6) plan for evaluation [38]. IM is widely used to design disease prevention and disease management interventions worldwide. A recent systematic review has demonstrated a significant increase in the uptake of disease prevention behaviors associated with IM-based interventions and placebo control groups [39]. IM has been successfully applied in the domain of sexual health, including interventions to promote increased communication between parents and young adolescents on relationships and sex [39,40]. However, few applications of IM have been reported in the context of serious games for health, and to our knowledge, none in the context of intergenerational video games for health [41,42].
Results
Step 1: Assess Need and Develop a Logic Model of the Problem
In step 1, we conducted a needs assessment to understand the health problem and priority population and to describe a theoretically- and empirically-based model for sexual health behavior (Table 1) [38]. PRECEDE (predisposing, reinforcing, and enabling constructs in educational diagnosis and evaluation) provided a framework for developing a logic model of the problem [38]. The model prescribes an analysis of causation for a health promotion problem that accounts for multiple ecological levels as well as the multiple determinants of a health-related behavior and environment. National statistics, data from our previous empirical studies on sexual health, qualitative data from 6 P-YAG focus groups, and a literature review of behavior change theories (principally Social Cognitive Theory, social influence models, and the theory of triadic influence) informed our development of a PRECEDE logic model describing quality of life issues and behavioral, social, and physical influences related to adolescent sexual risk behaviors (Figure 1) [28,43-49]. National statistics indicated that early sexual debut is correlated with increased risk of STIs and unintended pregnancy, increased number of sexual partners, more frequent sex, use of alcohol or drugs before sex, and reduced condom use [50-56]. Possible quality of life consequences includes increased high school dropout, welfare dependence, and negative health outcomes for children of teens [57,58]. Environmental factors include limited parent-child communication about sexual health and parental monitoring (Figure 1) [59,60].
Our needs assessment determined a priority population of young adolescents (aged 11-14 years) and their parents and program goals to increase young adolescent intentions to delay initiation sex until they are older and increase parent-child sexual health communication to delay sexual initiation. P-YAG recommendations for sexual health topics included puberty, sexual behavior, and STIs and skill building on parent-young adolescent communication, negotiation, and decision making [46]. Parents wanted to be a credible and focal resource in their child’s sexual health education, and both parents and young adolescents wanted to be more comfortable and effective in initiating and maintaining the conversation around sexual health [46]. Our needs assessment confirmed that parents and young adolescents enjoyed playing a variety of digital games, often on smartphones, and acknowledged the bonding experience of games which, when played together, were played most frequently at home [46].
Step 2: Develop Matrices of Change Objectives
In step 2, we described the behavioral outcomes, delineated these behaviors into their component parts (performance objectives), specified behavioral determinants, and developed change (learning) objectives (Table 1).
Behavioral Outcomes
Drawing from our needs assessment findings and our previous studies, we identified 15 outcome behaviors that were important for the current program (Table 2) [30,31,46,61]. Outcome behaviors for young adolescents comprised delayed initiation, condom use, contraceptive use, human papillomavirus (HPV) vaccination, healthy peer and dating relationships, HIV and STI testing, parental monitoring, and young adolescent to parent communication. Decision making for sexual risk reduction can follow a self-regulation framework of self-monitoring to determine if behaviors are in accordance with one’s values and consistent with one’s goals, self-judgment to identify the presence of threats to these values, such as risky situations, self-reaction to take appropriate action (eg, avoidance or using refusal skills), and self-evaluation to assess the success of the chosen action [62]. Young adolescents have demonstrated capability in engaging in self-regulation that can provide a cognitive framework for navigating life challenges and reducing health risks [63-65]. Furthermore, young adolescents have demonstrated achievement in processing extensive sexual health curricula content and effectively translating this into behavioral outcomes [28,29,31]. Outcome behaviors for parents comprised parental monitoring; general parent to young adolescent communication; and parent communication about condom use, contraceptive use, HIV and STI testing, and HPV vaccination. The outcome behavior at the level of the dyad (parent and young adolescent) was dyadic communication.
Table 2.
Learner–domain | Outcome behavior | |
Youtha | ||
Healthy peer and dating relationships | Youth will have healthy peer and dating relationships | |
Abstinence | Youth will not have sex | |
Condom use | Youth who are sexually active or considering having sex will use condoms correctly and consistently when having sex | |
Contraceptive use | Youth who are sexually active will use effective method of birth control along with condoms | |
HIV and STDb Testing | Youth who are sexually active will get tested and counseled for HIV and STD and unintended pregnancy | |
HPVc vaccination | Youth will complete the 3-dose HPV vaccination series | |
Parental monitoring | Youth will establish common rules with parents about supervision and monitoring | |
Youth to parent communication | Youth will communicate with their parents about dating, intimate or healthy relationships, and sexual behaviors | |
Parent | ||
Parental monitoring | Parents will monitor their youth’s adherence to personal rules | |
Parent to youth communication | Parents will communicate with their youth about dating, healthy intimate relationships, and sexual behaviors | |
Condom use | Parents will talk to their youth about condom use when having sex | |
Contraceptive use | Parents will talk to their youth about contraceptive methods | |
HIV and STD testing | Parents will talk to their youth about getting tested and counseled for HIV and STD and unintended pregnancy | |
HPV vaccination | Parents will talk to their youth about completing the 3-dose HPV vaccination series | |
Dyad | ||
Dyadic communication | Parents and youth will interact in a mutually engaging and responsive communication process to achieve shared goals | |
Performance objectives for dyadic communication |
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aYouth refers to young adolescent (11-14 years).
bSTD: sexually transmitted disease.
cHPV: human papillomavirus.
dPO: performance objective.
Performance Objectives
We identified 143 performance objectives (sub-behaviors) that are necessary to complete the outcome behaviors. Table 2 shows the performance objectives for dyadic communication.
Behavioral Determinants of Sexual Behavior
Once the target behaviors were defined, we used theory and empirical applications of theory, including our literature review and previous studies to guide the identification of determinants that likely influence successful performance. Determinants that have been described as impacting sexual behavior in young adolescents include constructs derived from the Social Cognitive Theory, social influence models, and the theory of triadic influence [28-31,47-49,61]. Programs grounded in these theories demonstrated success [28,29,31,44,45]. The determinants included behavioral capability (declarative and procedural knowledge of risk reduction and communication behaviors), skills and self-efficacy (capability and confidence to perform risk reduction and communication behaviors), outcome expectations (belief that risk reduction behaviors and communication will lead to important results), perceived norms (belief that significant others believe in and use risk reduction behaviors), and social support (recognition of social others who can assist in risk reduction; Figure 1) [59,60].
Behavioral Determinants of Game Play
We also attended to determinants of game play using motivational theory to optimize learner attention [66-71]. Hypothesized determinants included challenge (defined and personally meaningful goals and uncertain, difficult, and yet attainable game outcomes that are predicated on personal effort), curiosity (through novel and surprising game environments, including novel sensory stimuli, and results that can only be confirmed through play), control (through game environments and consequences that are subject to learner action), and self-efficacy (through successive positive reinforcement provided through play).
Matrices of Change Objectives
We defined the program learning objectives by creating separate matrices of performance objectives (row headings) and determinants (column headings) for each outcome behavior. Table 3 provides an example of a partial matrix for dyadic communication behavior (from the example in Table 2). In each matrix cell, we described the learning objective, related to a particular determinant, which contributes to achieving the performance objective. For example, in Table 3, the dyad needs to demonstrate the capability (skill determinant S1.1) to pick the right time and place to converse (performance objective). For interested readers, matrices are available from the corresponding author.
Table 3.
POa | Determinants of behavior | ||||||
Knowledge | Skills | Self-efficacy | Outcome expectations | Perceived norm | Perceived barriers | Social support | |
PO.1 Parents and child will pick the right T&Pb to talk |
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aPO: performance objective.
bT&P: time and place.
Step 3: Identify Theory-Based Methods and Practical Applications for Program Design
In step 3, we identified theoretical methods and practical applications to inform program design (Table 1).
Theory-Based Methods
A theoretical method is a general technique that influences the determinants of behaviors. If a young adolescent theoretically requires the knowledge, skills, self-efficacy, positive outcome expectations, positive perceived norms, and engagement of social support to perform sexual risk reduction and communication behaviors, then an effective sexual health education program needs to elicit positive change in these determinants. We drew from empirical literature and our previous research on sexual health and web-based curricula [38]. Table 4 provides an example of the dyadic performance objective to pick the right time and place to converse. We derived methods to increase skills and self-efficacy that comprised informing and consciousness raising, goal setting, chunking, verbal persuasion, modeling, enactive mastery, and public commitment (Table 4).
Table 4.
Method (and theory) | Practical application | |
For youth | For parents | |
Information and consciousness raising | Communication activity describing PEPb steps and importance of respectful communication; SDPc activity teaching how to use this tool to protect personal rules; RRRd to manage emotions; and “What kind of friend are you” quiz and activity. | PEP Talks 101 and SDP tip sheets with communication tips and “Ask the Expert” advice on communicating about specific topics and information on planning ahead to protect rules; and parent/youth video testimonials illustrating benefits of talking. |
Goal setting (theories of self-regulation and Social Cognitive Theory) | Prompt to set personal rules before each PEP Talk and develop strategies with parent. | Personal rule to orient communication and expectation. |
Chunking (information processing) | PEP to teach steps of PEP Talk; RRR to manage emotions; and SDP tool to help youth maintain personal rules. | PEP to teach steps of healthy communication and SDP tool to help youth maintain personal rules. |
Verbal persuasion (Social Cognitive Theory) | SDP activity training and practice by presenting youth with pressure lines in various situations and asking youth to select appropriate response and RRR activity to manage emotions. | PEP Talk videos; parent and youth video testimonials illustrating how other parents talk to their children and describing how to talk about family values to set rules; Virtues tip sheet reviewing virtues and how to talk about them; and PEP Talk question prompts. |
Modeling (Social Cognitive Theory) | Parent and youth video testimonials on communication and discussing values. | Parent and youth video testimonials on communication and discussing values. |
Enactive mastery (Social Cognitive Theory) | Communication activity reviewing PEP steps and how to choose right time and place to talk; SDP activity training and practice by presenting youth with pressure lines in various situations and asking youth to select appropriate response; RRR activity to manage emotions; and prompt for youth to enter personal rules and strategies. Content progresses in terms of maturity. | PEP Talk videos; Virtues tip sheet reviewing virtues and how to talk about them; and PEP Talk question prompts. |
Public commitment (transtheoretical model) | Discussing rules and strategies with parent during PEP Talk and then entering rules into game where they can be viewed by youth and parent throughout the game. | Rules and strategies inform social support |
aOutcome behavior: Parents and children will interact in a mutually engaging and responsive communication process to achieve shared goals. Performance objective #1: Parents and children will pick the right time and place to talk. Determinant and change objective: Skills (S1.1) and self-efficacy (SE1.1) to pick the right time and place to converse. Youth refers to young adolescent (ages 11-14 years).
bPEP: partner-engage-plan.
cSDP: select, detect, protect.
dRRR: relax, rewind, replay.
Given that we were designing a serious game, we also adopted methods to influence the determinants of young adolescent persistence in game play. To address learner challenge, we designed the game to include goals to accomplish and milestones to reach and provided game scenarios of moderate difficulty [66,67,72-75]. Progress was designed to be reinforced verbally by the dojo master and with performance-based rewards (eg, higher quiz scores provide stronger battle cards and virtue tokens that can assist in winning battles) to impact self-efficacy for game play [47]. To address learner curiosity, we embedded scenarios of real-life challenges in the fantasized content of a gaming motif, featuring novel locations and characters [66,68,69]. We appealed to learner sensory curiosity by providing multiple modalities to convey information (sound, graphics, video, and animation), and provided opportunities for learner control with flexibility in the selection of content exposure and battles [71,76-78].
Practical Applications
Practical applications refer to the mode and context of program delivery that fits with the priority population. These comprise channel, scope and sequence, and theme. We designed the program to operationalize the theory-based methods and to be responsive to needs assessment recommendations from the P-YAG [46].
Theme
We provided 2 underlying themes. The first theme was that young adolescents do not have to “go it alone,” that the parent is a social support, dyadic communication is important, and that the discomfort and lack of confidence to discuss sexual health topics (by both young adolescent and parents) can be overcome with skills to initiate and maintain the sexual health dialogue. The second underlying theme was that young adolescents have control of their life decisions and that smart life decisions (based on self-regulation by selecting, detecting, and protecting their personal rules) have positive consequences. The game motif was a quest to liberate the citizens of the town of Seven Stones from the control of an evil villain, Frostbyte. The young adolescent is victorious if they can defeat Frostbyte in a final boss battle.
Channels
SSS comprised (1) an adventure game for young adolescent skills training delivered via a desktop computer, (2) a text-based notification system to provide progress updates for parents and cues to initiate dialogue with their young adolescent, and (3) a website for parent skills training and progress monitoring (Figure 2).
Scope and Sequence
We designed the SSS interactive adventure game to provide sexual health skills training primarily for young adolescents because, although dyads supported a gaming strategy, parent time constraints would not accommodate extensive parental gameplay. As such, we designed SSS to accommodate parents in an adjunct, supporting, and gatekeeper role. The game had 18 levels to accommodate the educational content. Each game level approximated 45 to 60 min of game play and contained multiple short duration (2-5 min) activities. The SSS game sequence required young adolescents to (1) visit a location in Seven Stones and encounter citizens who are facing a sexual health challenge (eg, a conflict between being true to yourself vs maintaining a friendship); (2) enter the Dojo to complete educational activities, which were adapted from pre-existing evidence-based curricula and to power-up on relevant knowledge and skills; (3) complete a challenge quiz to earn battle cards of wisdom, skill, and support; and (4) initiate a card-based battle to liberate the citizen opponent (Figures 2 and 3). Dojo activities comprised interactive and noninteractive animations, mini games, role model videos, and role-playing activities from our previous curricula [28,30,31,43,61]. These activities used methods of consciousness raising, chunking, goal setting, verbal persuasion, modeling, enactive mastery, and planning coping responses and have been demonstrated to be effective in promoting behavior change in previous studies (Table 4) [28,31,43,79,80].
The program title, SSS, derives from (1) the town of Seven Stones, (2) the 7 supportive parental interactions during the quest, and (3) the 7 character virtues acquired at each of these dialogues (Figure 2 inset). SSS was designed to (1) provide a common foundation for talking points drawn from the game experience; (2) train young adolescents (and provide resources to parents) on how to communicate; (3) take a life skills approach that introduces character traits, healthy friendships, and rule setting long before discussing sex; and (4) providing the opportunity for ongoing dialogue to normalize such discussions, allowing a more subtle transition to sexual health topics over time.
The parent is updated on the young adolescents’ progress through text messages (Figure 2). At each of the 7 game milestones the young adolescent is locked out of the game and the parent is cued (via text message and e-mail) to have a PEP talk with their young adolescent. In a PEP talk, parents and young adolescents decide a time and location to have a face-to-face discussion (partner), discuss personal and family rules (engage), and develop goals and strategies to maintain these rules (plan). Upon completion of a PEP talk, the parent provides an unlock code, enabling the young adolescent to receive cards and virtue tokens to use in future battles (Figures 2 and 3).
SSS provides increased challenge by sequencing content from topics with less mature content early in the game (eg, healthy friendships) to more mature content later in the game (eg, sexual risk reduction). Early PEP talks focus on friendships and decision making to normalize discussions and make the transition to later discussions of reproduction and sexual relationships less abrupt and awkward. The SSS is designed to accommodate family values. A control feature allows parents to delay the delivery of more mature content of condoms and contraceptives to a time when they perceived their young adolescent to be developmentally ready. The SSS parent website recommends that children be exposed to all content and that content is provided sequentially ensuring foundational material is mastered before exposure to more mature content.
SSS was designed to respond to game preferences emanating from the focus groups. A general preference for boys was the quest to defeat Frostbyte in a boss battle, with girls to resolve interpersonal relationship conflicts among the citizens of Seven Stones, and both girls and boys to use card games for battle. SSS was designed to be responsive to the needs of lesbian, gay, bisexual, transgender, queer, and intersex (LGBTQI) young adolescents with activities that are were inclusive of sexual minority preference (eg, scenarios in which young adolescents can choose a partner of either gender and use gender-neutral names) and with materials (eg, fact sheets) that focus on sexual minority issues (eg, LGBTQI and sexuality defined, self-acceptance, the notion of what normal means, social support [“Who can I talk to?”], things to consider before coming out at home, and organization resources).
We designed an SSS website (Figures 2 and 3) to promote communication skills training for both mothers and fathers to enable parents to be a more credible resource in their young adolescents’ sexual health education. Resources comprised 15 PEP talk and communication role model videos featuring parents and young adolescents and 10 communication tip sheets. PEP talk videos were of 2-min duration, introduced the content of the PEP Talk, updated on the educational content covered by their young adolescent, and provided tips on preparing for their PEP Talk. Testimonial videos showed both mothers and fathers and young adolescent role models describing their real-world interactions and positive communication experiences. Tip sheets provided summaries of game content, strategies for engaging their young adolescents in conversation, and exercises to increase communication skills and self-efficacy.
Step 4: Produce Program Components and Materials
In step 4, we produced and pilot tested an SSS prototype comprising the first 2 game levels (Table 1).
Prototype Development
We designed SSS for installation on desktop computers (both Windows and Mac) using the Adobe Interactive Runtime through a broadband connection. The back end mini Structured Query Language (MSQL) database and parent website were implemented using a web server running Hypertext Preprocessor (PHP) built on the Yii framework and accessible through standard browsers using a broadband connection. The back end database was designed to store game data allowing pause points that allow players to exit and re-enter SSS without loss of game progress [46].
Prototype Feasibility Testing
We conducted a 2-week pilot test of feasibility in the homes of 10 dyads to determine functional integrity, acceptability by parents and young adolescents, and to explore psychosocial impact. This sample size is sufficient for usability testing and comprises young adolescents (aged 11-14 years; mean 13.1, SD 1.20 years, predominantly males (7/10, 70%), and of White (5/10, 50%) and Hispanic (3/10, 30%) ethnicity [81,82]. Young adolescents were experienced with games; they reported playing for 5 to 8 hours a week (4/10, 40%), playing first-person shooter and multiplayer games (3/10, 33%), and playing on gaming consoles (6/10, 60%) and cell phones (5/10, 50%). Parents comprised mainly mothers (8/10, 80%) and reported either not having played in the last 3 months (4/10, 40%) or playing for less than 2 hours (3/10, 30%). Most played creative or casual games (10/10, 100% and 8/10, 80%, respectively) and all participants played on their cell phones (10/10, 100%).
Measurement
We collected parent and young adolescent self-report data using computer-assisted self-administered surveys on study laptops at baseline and at the 2-week follow-up. Our pilot study enabled the testing of protocols to be employed in subsequent efficacy testing. Parent consent and young adolescent assent were obtained before data collection. The feasibility process measures comprised system access logs and user reports (written and verbal) of program issues. Dyads rated SSS on likeability, ease of use, duration, understandability, credibility, perceived impact, and motivational appeal using previously described rating scales [30]. They also assessed the commercial potential of the SSS (discussed in step 5 below). An exploratory analysis was conducted on the impact of SSS on psychosocial determinants of parent-young adolescent communication regarding sex (perceived quality of communication, self-efficacy for parent-child communication, outcome expectations for communication, communication ability, communication openness, and parent-young adolescent connectedness) and attitudes toward using digital games for learning (using an adapted 12-item scale) [83-87]. Scales were provided as pretests before SSS use and at the 2-week follow-up. The Wilcoxon signed-rank test was used as a nonparametric alternative to a t test as the sample size (n=10 dyads) was too small to assume normal distribution.
Results of Feasibility Prototype Testing
The SSS prototype functioned according to specifications with players completing the 2 levels within the 2-week period. Most young adolescents rated SSS as likable and credible (6/10, 60%-10/10, 100%) and helpful in making healthy choices (9/10, 90%; Figure 4). The prototype was rated as more fun or as much fun as other sexual health lessons (5/9, 54%), but it was not rated more favorably than favorite computer games. Conversely, less young adolescents agreed that SSS was easy to use (5/10, 50%) and indicated that they needed help to play (5/10, 50%). These lower ratings were primarily associated with technical issues (reported bugs and system crashes), which were a source of frustration for participants and a barrier to completing the assigned activities and led to navigation difficulties where young adolescents would lose track of their next destination in the town of Seven Stones.
Parents rated the website as likable, easy to navigate, credible, and understandable and the game as useful in helping young adolescents make healthy choices (6/10, 60%-10/10, 100%; Figure 5). Conversely, ratings of website ease of use and acceptability were lower (4/10, 40% and 2/7, 29%, respectively) as was SSS game duration (2/7, 29%).
Psychosocial Variables for Communication
Exploratory analysis demonstrated positive change in young adolescent attitudes toward using computer games for learning and parent communication outcome expectations (P≤.05), driven principally by increased confidence and perceived ease of learning. Other psychosocial variables for communication were not significantly impacted within the 2-week test period (Table 5).
Table 5.
Scales | Young adolescent | Parent | ||||||||
Baseline | 2-week follow-up | P valuea | Baseline | 2-week follow-up | P valuea | |||||
n | Mean (SD) | n | Mean (SD) | n | Mean (SD) | n | Mean (SD) | |||
Attitudes to computer games for learning | 10 b | 1.58 (0.65) | 10 | 1.76 (0.51) | .05 | N/Ac | N/A | N/A | N/A | N/A |
Communication about sex self-efficacy | 7 | 1.35 (1.09) | 9 | 1.67 (1.11) | .45 | 1d | 2.75 (0.00) | 7 | 2.57 (0.36) | .32 |
Communication about sex outcome expectation | 8 | 2.33 (0.61) | 9 | 2.48 (0.65) | .99 | 10 | 2.31 (0.18) | 10 | 2.47 (0.18) | .03 |
Quality of communication about sex | 8 | 1.91 (0.37) | 7 | 2.01 (0.34) | .73 | 10 | 2.18 (0.25) | 9 | 2.28 (0.29) | .07 |
Communication ability | 10 | 3.80 (2.30) | 9 | 5.22 (1.09) | .14 | 10 | 4.90 (0.57) | 10 | 4.20 (1.40) | .15 |
Communication openness | 8 | 1.43 (0.57) | 8 | 1.41 (0.61) | .67 | 10 | 1.31 (0.21) | 8 | 1.28 (0.22) | .72 |
Parent-adolescent connectedness | 10 | 3.52 (0.57) | 9 | 3.64 (0.52) | .85 | 10 | 3.72 (0.33) | 10 | 3.70 (0.45) | .87 |
aWilcoxon signed-rank.
bItalics indicate significance at P≤.05.
cN/A: not applicable.
dRespondent data missed in web-based survey.
SSS Completion in Preparation for Implementation
Prototype testing informed our completion of the full 18-level prototype. SSS had demonstrated feasibility and compared favorably to other sexual health education programs. However, design modifications were indicated for both the adventure game and parent website. Program bugs and stalls were tracked and fixed, and the player navigation was modified. An open world architecture allowing the player freedom to move at will and explore the gaming environment, originally supported by the P-YAG, was redesigned to be a more directed sequence of destinations with more clearly articulated instructions. Parents reported website navigational problems when trying to locate the parent information associated with their young adolescent’s game level, largely due to forgetting how to use the site between visits. To create a more intuitive site, visual cues that highlighted the relevant information were provided upon log-in. Printed and electronic parent guides were developed, and a web-based tutorial was included to improve the understanding of navigation.
Step 5: Plan for Program Adoption, Implementation, and Sustainability
In step 5, we planned for SSS implementation and dissemination (Table 1). We developed a commercialization plan in accordance with the STTR funding mechanism, which comprises direct-to-consumer sales and bulk licensing to intermediary organizations.
Direct-to-Consumer Sales
Parents and young adolescents in the feasibility pilot provided information on purchase interest, cost points, barriers, and facilitators for purchase and expected marketing channels. Most young adolescents (6/10, 60%) expressed interest in purchasing SSS if it was for sale. They cited potential barriers to purchase of cost (56%), uncertainty about SSS efficacy (2/9, 22%), and long play duration (2/9, 22%). Most parents (6/10, 60%) were willing to pay at least US $20 for SSS. They cited barriers to purchase of duration (5/10, 50%) and possible misalignment with their values (4/10, 40%), potential facilitators to purchase as testimony from other parents (5/9, 56%), and evidence of effectiveness (4/9, 44%). Parents (4/10, 40%) and young adolescents (5/9, 56%) expected to hear about SSS mainly through school.
Bulk Licensing
Discussions with representatives from third-party distribution channels that promote family wellness (eg, WebMD, Aetna, Humana, and ActiveHealth) resulted in awareness of the SSS proof-of-concept and interest in ongoing discussion as the product matures out of prototype through efficacy testing. Additional market analysis will use the Strategyzer strategic management framework to further develop the business model [88]. Ongoing customer discovery interviews will specify marketing approaches, delivery channels, and SSS modifications to address pain points (problems to be solved), gain creators (existing solutions), and value propositions (program attributes that drive a purchase decision) across all customer segments.
Step 6: Plan for Evaluation
In step 6, we planned to evaluate the SSS (Table 1). Our SSS evaluation plan comprised a randomized controlled efficacy trial with 85 parent-young adolescent (aged 11-14 years) dyads to test the full SSS game. Dyad psychosocial and communication data will be collected at baseline and at the third and sixth month. Hypotheses would be that dyads accessing SSS will report increased frequency and quality of communication about sexual health and young adolescents will demonstrate greater intentions to delay initiation of sexual behavior compared with those not receiving SSS.
Discussion
Principal Findings
The SSS represents a novel application of an intergenerational serious game for sexual health education, adding to the limited cadre of home-based programs that facilitate parent involvement in influencing young adolescent behaviors and reducing adolescent sexual risk taking [8,18,46].
SSS is an intergenerational game to the degree that it provides both parents and young adolescents’ roles in the gaming experience and encourages dialogue to accelerate game play. Parents and young adolescents could sit together to play SSS, but currently the game does not allow parents and young adolescents to synchronously play or compete in the game space. Parental time constraints necessitated a gatekeeper role for parents rather than a dual-player mode. This is consistent with what Voida et al [35] have described as the performance/audience role pair that was pervasive in their explorative studies of intergenerational gaming. In this instance, there is a more active performer (usually the young adolescent) and a spectator role (usually the older person). The analogy is that the SSS adventure game is experienced more actively by young adolescents and more vicariously by the parent gatekeeper.
Success in serious game design is predicated on achieving a balance between strategies for behavior change and playability. This introduces a tension between ensuring sufficient educational content and optimal exposure for behavioral impact while providing an engaging and immersive experience. As a health education program, parents positively rated SSS, reporting it to be valuable and credible. The positive impact on attitudes toward the use of computer games for learning supports the utility of this strategy. The interest of young male adolescents (7/10, 70% of our feasibility sample) to play SSS, which is a population group that has traditionally been more difficult to recruit and retain in sexual health education programs, was also encouraging [28,43]. The use of a serious gaming strategy may be intrinsically motivating to this population segment, thereby increasing exposure to sexual health content [33]. Most young adolescents reported that the duration of SSS was just right. This is encouraging as approximately 13 hours of sexual health curricula exposure is optimal to see the impact on delayed sexual initiation [89]. Conversely, even within the limits of a 2-level feasibility test, most parents suggested that SSS was too long compared with too short or just right (both 29%) despite considerable design efforts to reduce parental burden. Rectifiable bugs in the prototype may have contributed to this perception. It is uncertain to what degree this perception translates to reduced use or attrition of young adolescents using the full SSS program.
Young adolescents rated SSS as fun as other computer games (56% agreement) but, perhaps predictably, none rated SSS as much fun as their favorite computer game. SSS exhibited common gaming features such as the quest motif, characters and bosses, virtues, power-ups, battles, and points. However, there were dissimilarities relating to the educational content, including power-up dojo activities, quizzes, parent updates, PEP talks, and skills training around life skills issues. Furthermore, SSS could not compete with the production value of high-end commercial games that feature richly textured graphics, epic musical scores, massive scope, greater user control, and sophisticated three-dimensional game mechanics. SSS, similar to other serious games for health, may best be marketed as a palatable way to consume health information and training rather than as a direct competitor to commercially available entertainment games. Health-oriented games occupy a commercial niche that offers social value and has the potential to operate in community settings with an aligned mission (eg, schools, work places, clinics). In the context of the home, where there is an array of competing demands, the use of serious games may be more tenuous and contingent on parent and child commitment.
IM is one of a number of useful development frameworks [34,90,91]. It has been applied for game-based sexual health curricula for middle school students and interventions for gay men [28-30,38,61]. As a general development framework, it has demonstrated utility in designing, developing, implementing, evaluating, and disseminating theory-based serious games and in enabling the development of interventions that provide skills training for complex health behaviors. Commercial product development, under the NIH STTR grant mechanism, represents a novel application of the IM framework despite the burgeoning trend of innovation incubators and academic-corporate partnerships. The commercial dissemination of serious games holds the promise of generating a revenue stream to sustain them. Efforts in this arena have been ongoing for over a decade; however, research on the potential for serious games in sexual health is in its infancy and exemplary models of commercial success are yet to be reported.
Limitations
The findings need to be interpreted in light of study limitations. The pilot study was formative in nature. A small sample size (n=10 dyads), abbreviated intervention dose (2 levels over 2 weeks), and the use of self-selected sampling, although appropriate in this setting for feasibility assessment, were insufficient to assess the efficacy of the game and impact on psychosocial and dyadic communication outcomes. The sample was inherently biased, attracting parents predisposed to improving communication with their children, and predominantly of mothers, which may have affected the parental content and resources (and hence appeal and relatability) of SSS. Our development was not powered to provide a meaningful comparison of mother and father perceptions of SSS. Mothers and fathers provided similar responses regarding the usability and feasibility of SSS (eg, that SSS was useful in helping young adolescents make healthy choices and that most parents would tell their friends about SSS). Further investigation of varied parental perspectives would be useful. It is possible that the male (father) perspective was underrepresented in the SSS development process. Postponing commencement of the field testing in favor of more extensive alpha testing may have mitigated some program bugs and thus some usability ratings. This is difficult to guarantee, however, and the usability data gathered was valuable despite these issues. The formative pilot testing of 2 levels, although important and useful in product evolution, inherently limited the conclusions we could offer about SSS, as it limited exposure to content topics of communication, healthy friendships, decision making, and sexual health topics that are delivered later in the game. There is a precedent in previous school-based studies to indicate that the content scope and volume is appropriate for the young adolescents, but this remains to be further empirically tested within the home context [28,29,31]. Dyads were not challenged to start having conversations on topics that traditionally cause greater discomfort, a necessary focus for the efficacy study. Program-led discussions are not always well received if they are perceived as contrived or forced and not organic. Thus, naturally occurring conversations are preferred. Future studies will focus on how parent-young adolescent dyads perceive PEP talks and whether these can promote naturally occurring discussions beyond any need for program cues. Despite limitations, the exploratory results were consistent with the content covered and indicative of the potential of exposure to the full program. The criteria by which developers pilot and field test complex interventions can vary as a function of scientific, resource, and timeline constraints, but guides exist to assist in decision making and determining evaluation designs. In this regard, a useful adjunct to IM is the United Kingdom Medical Research Council guidance document on developing and evaluating complex interventions, providing consideration of study designs with case study examples [91].
Important empirical questions remain regarding SSS. SSS allows families to choose the match of parent-young adolescent dyadic combinations (mother or father with daughter or son) based on existing communication dynamics, desire, and logistics. Young adolescents may prefer same-sex caregiver support for sexual health discussions. Further studies pertinent to the field of intergenerational gaming could investigate the differential benefits of alternate dyadic combinations, triadic combinations, and inclusion of siblings in improving communication and family dynamics. Altering the game mechanics to allow for text messaging updates and prompts for 2 parents and adjusting the expected communication dynamics to be inclusive of parents and young adolescents are relatively easy adjustments. Future studies could also contribute to our understanding of the optimal exposure to achieve behavioral impact.
Conclusions
SSS provides a feasible strategy to overcome parent and young adolescents discomfort about discussing sexual health topics and enhancing the skills required to initiate and maintain this dialogue. IM is a useful framework for developing a theoretically and empirically based intergenerational, sexual health computer game (SSS) for in-home use. Further testing to assess the efficacy of the complete SSS program on parent-young adolescent communication is indicated.
Acknowledgments
This work was conducted through a collaborative between UTHealth and Radiant Creative LLC and was supported by grant 1R42HD074324-01 from the National Institute of Child Health and Human Development, NIH.
Abbreviations
- HPV
human papillomavirus
- IM
intervention mapping
- LGBTQI
lesbian, gay, bisexual, transgender, queer, and intersex
- NIH
National Institutes of Health
- PEP
partner-engage-plan
- PRECEDE
predisposing, reinforcing, and enabling constructs in educational diagnosis and evaluation
- P-YAG
Parent-Youth Advisory Group
- SSS
Secret of Seven Stones
- STI
sexually transmitted infection
- STTR
Small Business Technology Transfer Research
Footnotes
Conflicts of Interest: None declared.
References
- 1.Kann L, Kinchen S, Shanklin SL, Flint KH, Kawkins J, Harris WA, Lowry R, Olsen EO, McManus T, Chyen D, Whittle L, Taylor E, Demissie Z, Brener N, Thornton J, Moore J, Zaza S, Centers for Disease ControlPrevention (CDC) Youth risk behavior surveillance--United States, 2013. MMWR Suppl. 2014 Jun 13;63(4):1–168. https://pubmed.ncbi.nlm.nih.gov/24918634/ [PubMed] [Google Scholar]
- 2.Martin JA, Hamilton BE, Osterman MJ, Curtin SC, Matthews TJ. Births: final data for 2013. Natl Vital Stat Rep. 2015 Jan 15;64(1):1–65. https://www.cdc.gov/nchs/data/nvsr/nvsr64/nvsr64_01.pdf. [PubMed] [Google Scholar]
- 3.Satterwhite CL, Torrone E, Meites E, Dunne EF, Mahajan R, Ocfemia MCB, Su J, Xu F, Weinstock H. Sexually transmitted infections among US women and men: prevalence and incidence estimates, 2008. Sex Transm Dis. 2013 Mar;40(3):187–93. doi: 10.1097/OLQ.0b013e318286bb53. [DOI] [PubMed] [Google Scholar]
- 4.Igras SM, Macieira M, Murphy E, Lundgren R. Investing in very young adolescents' sexual and reproductive health. Glob Public Health. 2014 May 13;9(5):555–69. doi: 10.1080/17441692.2014.908230. http://europepmc.org/abstract/MED/24824757. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Sikkema K, Anderson E, Kelly J, Winett RA, Gore-Felton C, Roffman RA, Heckman TG, Graves K, Hoffmann RG, Brondino MJ. Outcomes of a randomized, controlled community-level HIV prevention intervention for adolescents in low-income housing developments. AIDS. 2005 Sep 23;19(14):1509–16. doi: 10.1097/01.aids.0000183128.39701.34. [DOI] [PubMed] [Google Scholar]
- 6.Ford CA, Davenport AF, Meier A, McRee A. Parents and health care professionals working together to improve adolescent health: the perspectives of parents. J Adolesc Health. 2009 Feb;44(2):191–4. doi: 10.1016/j.jadohealth.2008.06.017. [DOI] [PubMed] [Google Scholar]
- 7.Helitzer DL, Sussman AL, de Hernandez BU, Kong AS. The 'ins' and 'outs' of provider-parent communication: perspectives from adolescent primary care providers on challenges to forging alliances to reduce adolescent risk. J Adolesc Health. 2011 Apr;48(4):404–9. doi: 10.1016/j.jadohealth.2010.07.020. [DOI] [PubMed] [Google Scholar]
- 8.Kirby D. Emerging answers: research findings on programs to reduce teen pregnancy. Am J Health Educ. 2013 Feb 22;32(6):348–55. doi: 10.1080/19325037.2001.10603497. [DOI] [Google Scholar]
- 9.Jemmott JB, Jemmott LS, Fong GT. Efficacy of a theory-based abstinence-only intervention over 24 months: a randomized controlled trial with young adolescents. Arch Pediatr Adolesc Med. 2010 Feb;164(2):152–9. doi: 10.1001/archpediatrics.2009.267. http://europepmc.org/abstract/MED/20124144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Villarruel AM, Jemmott JB, Jemmott LS. A randomized controlled trial testing an HIV prevention intervention for Latino youth. Arch Pediatr Adolesc Med. 2006 Aug;160(8):772–7. doi: 10.1001/archpedi.160.8.772. http://europepmc.org/abstract/MED/16894074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Koniak-Griffin D, Lesser J, Nyamathi A, Uman G, Stein JA, Cumberland WG. Project CHARM: an HIV prevention program for adolescent mothers. Fam Community Health. 2003;26(2):94–107. doi: 10.1097/00003727-200304000-00003. [DOI] [PubMed] [Google Scholar]
- 12.Shrier LA, Ancheta R, Goodman E, Chiou VM, Lyden MR, Emans SJ. Randomized controlled trial of a safer sex intervention for high-risk adolescent girls. Arch Pediatr Adolesc Med. 2001 Jan;155(1):73–9. doi: 10.1001/archpedi.155.1.73. [DOI] [PubMed] [Google Scholar]
- 13.Coyle KK, Kirby DB, Robin LE, Banspach SW, Baumler E, Glassman JR. All4You! A randomized trial of an HIV, other STDs, and pregnancy prevention intervention for alternative school students. AIDS Educ Prev. 2006 Jun;18(3):187–203. doi: 10.1521/aeap.2006.18.3.187. [DOI] [PubMed] [Google Scholar]
- 14.Ford CA, Davenport AF, Meier A, McRee A. Partnerships between parents and health care professionals to improve adolescent health. J Adolesc Health. 2011 Jul;49(1):53–7. doi: 10.1016/j.jadohealth.2010.10.004. [DOI] [PubMed] [Google Scholar]
- 15.Landry DJ, Singh S, Darroch JE. Sexuality education in fifth and sixth grades in US public schools, 1999. Fam Plann Perspect. 2000;32(5):212–9. https://www.guttmacher.org/pubs/journals/3221200.html. [PubMed] [Google Scholar]
- 16.Rolleri LA, Wilson MM, Paluzzi PA, Sedivy VJ. Building capacity of state adolescent pregnancy prevention coalitions to implement science-based approaches. Am J Community Psychol. 2008 Jun;41(3-4):225–34. doi: 10.1007/s10464-008-9177-9. [DOI] [PubMed] [Google Scholar]
- 17.Miller KS, Wyckoff SC, Lin CY, Whitaker DJ, Sukalac T, Fowler MG. Pediatricians' role and practices regarding provision of guidance about sexual risk reduction to parents. J Prim Prev. 2008 May;29(3):279–91. doi: 10.1007/s10935-008-0137-9. [DOI] [PubMed] [Google Scholar]
- 18.Simpson A. Harvard School of Public Health. Center for Health Communication; 2001. [2021-01-04]. Raising Teens: A Synthesis of Research and a Foundation for Action. https://hr.mit.edu/system/files/all/worklife/raising_teens_report.pdf. [Google Scholar]
- 19.Sutton MY, Lasswell SM, Lanier Y, Miller KS. Impact of parent-child communication interventions on sex behaviors and cognitive outcomes for black/African-American and Hispanic/Latino youth: a systematic review, 1988-2012. J Adolesc Health. 2014 Apr;54(4):369–84. doi: 10.1016/j.jadohealth.2013.11.004. http://europepmc.org/abstract/MED/24388108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Guilamo-Ramos V, Jaccard J, Dittus P, Collins S. Parent-adolescent communication about sexual intercourse: an analysis of maternal reluctance to communicate. Health Psychol. 2008 Nov;27(6):760–9. doi: 10.1037/a0013833. [DOI] [PubMed] [Google Scholar]
- 21.Bouris A, Guilamo-Ramos V, Jaccard J, McCoy W, Aranda D, Pickard A, Boyer CB. The feasibility of a clinic-based parent intervention to prevent HIV, sexually transmitted infections, and unintended pregnancies among Latino and African American adolescents. AIDS Patient Care STDS. 2010 Jun;24(6):381–7. doi: 10.1089/apc.2009.0308. http://europepmc.org/abstract/MED/20565322. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Widman L, Nesi J, Kamke K, Choukas-Bradley S, Stewart JL. Technology-based interventions to reduce sexually transmitted infections and unintended pregnancy among youth. J Adolesc Health. 2018 Jun;62(6):651–60. doi: 10.1016/j.jadohealth.2018.02.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Guilamo-Ramos V, Lee JJ, Kantor LM, Levine DS, Baum S, Johnsen J. Potential for using online and mobile education with parents and adolescents to impact sexual and reproductive health. Prev Sci. 2015 Jan;16(1):53–60. doi: 10.1007/s11121-014-0469-z. [DOI] [PubMed] [Google Scholar]
- 24.Guilamo-Ramos V, Benzekri A, Thimm-Kaiser M. Parent-based interventions to affect adolescent sexual and reproductive health: reconsidering the best evidence vs all evidence. JAMA Pediatr. 2019 Jul 29;:821–3. doi: 10.1001/jamapediatrics.2019.2312. [DOI] [PubMed] [Google Scholar]
- 25.Evans AE, Edmundson-Drane EW, Harris KK. Computer-assisted instruction: an effective instructional method for HIV prevention education? J Adolesc Health. 2000 Apr;26(4):244–51. doi: 10.1016/s1054-139x(99)00093-2. [DOI] [PubMed] [Google Scholar]
- 26.Kiene SM, Barta WD. A brief individualized computer-delivered sexual risk reduction intervention increases HIV/AIDS preventive behavior. J Adolesc Health. 2006 Sep;39(3):404–10. doi: 10.1016/j.jadohealth.2005.12.029. [DOI] [PubMed] [Google Scholar]
- 27.Paperny DM, Starn JR. Adolescent pregnancy prevention by health education computer games: computer-assisted instruction of knowledge and attitudes. Pediatrics. 1989 May;83(5):742–52. [PubMed] [Google Scholar]
- 28.Tortolero SR, Markham CM, Peskin MF, Shegog R, Addy RC, Escobar-Chaves SL, Baumler ER. It's Your Game: Keep It Real: delaying sexual behavior with an effective middle school program. J Adolesc Health. 2010 Feb;46(2):169–79. doi: 10.1016/j.jadohealth.2009.06.008. http://europepmc.org/abstract/MED/20113923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Markham CM, Tortolero SR, Peskin MF, Shegog R, Thiel M, Baumler ER, Addy RC, Escobar-Chaves SL, Reininger B, Robin L. Sexual risk avoidance and sexual risk reduction interventions for middle school youth: a randomized controlled trial. J Adolesc Health. 2012 Mar;50(3):279–88. doi: 10.1016/j.jadohealth.2011.07.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Shegog R, Peskin MF, Markham C, Thiel M, Karny E, Addy RC, Johnson KA, Tortolero S. It's Your Game-Tech: toward sexual health in the digital age. Creat Educ. 2014 Aug;5(15):1428–1447. doi: 10.4236/ce.2014.515161. http://europepmc.org/abstract/MED/25705561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Peskin MF, Shegog R, Markham CM, Thiel M, Baumler ER, Addy RC, Gabay EK, Emery ST. Efficacy of It's Your Game-Tech: A Computer-Based Sexual Health Education Program for Middle School Youth. J Adolesc Health. 2015 May;56(5):515–21. doi: 10.1016/j.jadohealth.2015.01.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Baranowski T, Blumberg F, Buday R, DeSmet A, Fiellin LE, Green CS, Kato PM, Lu AS, Maloney AE, Mellecker R, Morrill BA, Peng W, Shegog R, Simons M, Staiano AE, Thompson D, Young K. Games for health for children-current status and needed research. Games Health J. 2016 Feb;5(1):1–12. doi: 10.1089/g4h.2015.0026. http://europepmc.org/abstract/MED/26262772. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.DeSmet A, Van RD, Compernolle S, Baranowski T, Thompson D, Crombez G, Poels K, Van LW, Bastiaensens S, Van CK, Vandebosch H, De BI. A meta-analysis of serious digital games for healthy lifestyle promotion. Prev Med. 2014 Dec;69:95–107. doi: 10.1016/j.ypmed.2014.08.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Shegog R, Brown K, Bull S, Christensen JL, Hieftje K, Jozkowski KN, Ybarra ML. Serious games for sexual health. Games Health J. 2015 Apr;4(2):69–77. doi: 10.1089/g4h.2014.0139. [DOI] [PubMed] [Google Scholar]
- 35.Voida A, Greenberg S. Console gaming across generations: exploring intergenerational interactions in collocated console gaming. Univ Access Inf Soc. 2011 Jun 9;11(1):45–56. doi: 10.1007/s10209-011-0232-1. https://link.springer.com/article/10.1007/s10209-011-0232-1. [DOI] [Google Scholar]
- 36.Derboven J, Van Gils M, De Grooff D. Designing for collaboration: a study in intergenerational social game design. Univ Access Inf Soc. 2011 Jun 3;11(1):57–65. doi: 10.1007/s10209-011-0233-0. https://link.springer.com/article/10.1007%2Fs10209-011-0233-0. [DOI] [Google Scholar]
- 37.Rice M, Tan W, Ong J, Yau L, Wan M, Ng J. The dynamics of youngerolder adult's paired behavior when playing an interactive silhouette game. CHI '13; Conference on Human Factors in Computing Systems; April, 2013; Paris France. 2013. pp. 1081–90. [DOI] [Google Scholar]
- 38.Bartholomew LK, Markham C, Ruiter R, Fernandez M, Kok G, Parcel G. Planning Health Promotion Programs: An Intervention Mapping Approach. San Francisco, CA: Jossey-Bass; 2016. pp. 1–704. [Google Scholar]
- 39.Garba RM, Gadanya MA. The role of intervention mapping in designing disease prevention interventions: a systematic review of the literature. PLoS One. 2017;12(3):e0174438. doi: 10.1371/journal.pone.0174438. https://dx.plos.org/10.1371/journal.pone.0174438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Newby K, Bayley J, Wallace LM. What should we tell the children about relationships and sex? Development of a program for parents using intervention mapping. Health Promot Pract. 2011 Mar;12(2):209–28. doi: 10.1177/1524839909341028. [DOI] [PubMed] [Google Scholar]
- 41.Kok G, Harterink P, Vriens P, de Zwart O, Hospers HJ. The gay cruise: developing a theory- and evidence-based internet HIV-prevention intervention. Sex Res Social Policy. 2006:-. doi: 10.1525/srsp.2006.3.2.52. doi: 10.1525/srsp.2006.3.2.52. [DOI] [Google Scholar]
- 42.Arnab S, Brown K, Clarke S, Dunwell I, Lim T, Suttie N, Louchart S, Hendrix M, de Freitas S. The development approach of a pedagogically-driven serious game to support relationship and sex education (RSE) within a classroom setting. Computers & Education. 2013 Nov;69:15–30. doi: 10.1016/j.compedu.2013.06.013. doi: 10.1016/j.compedu.2013.06.013. [DOI] [Google Scholar]
- 43.Markham CM, Fleschler Peskin M, Addy RC, Baumler ER, Tortolero SR. Patterns of vaginal, oral, and anal sexual intercourse in an urban seventh-grade population. J Sch Health. 2009 Apr;79(4):193–200. doi: 10.1111/j.1746-1561.2008.00389.x. http://europepmc.org/abstract/MED/19292852. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Coyle K, Basen-Engquist K, Kirby D, Parcel G, Banspach S, Collins J, Baumler E, Carvajal S, Harrist R. Safer choices: reducing teen pregnancy, HIV, and STDs. Public Health Rep. 2001;116(Suppl 1):82–93. doi: 10.1093/phr/116.S1.82. http://europepmc.org/abstract/MED/11889277. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Peskin MF, Hernandez B, Markham C, Johnson K, Tyrrell S. Sexual health education from the perspective of school staff: implications for adoption and implementation of effective programs in middle school. J Appl Res Child. 2011;2(Article 9) http://digitalcommons.library.tmc.edu/childrenatrisk/vol2/iss2/9. [Google Scholar]
- 46.D'Cruz J, Santa MD, Dube S, Markham C, McLaughlin J, Wilkerson JM, Peskin MF, Tortolero S, Shegog R. Promoting parent-child sexual health dialogue with an intergenerational game: parent and youth perspectives. Games Health J. 2015 Apr;4(2):113–22. doi: 10.1089/g4h.2014.0080. http://europepmc.org/abstract/MED/26181805. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Bandura A. Social Foundations of Thought and Action: A Social Cognitive Theory. Englewood Cliffs, NJ: Prentice-Hall; 1986. [Google Scholar]
- 48.McGuire W. Social psychology. In: Dodwell PC, editor. New Horizons in Psychology. Middlesex: Penguin Books; 2018. pp. 219–42. [Google Scholar]
- 49.Flay BR, Petratis J. Advances in Medical Sociology. Greenwich, CT: JAI Press; 1994. The theory of triadic influence: a new theory of health behavior with implications for preventive interventions; pp. 19–44. [Google Scholar]
- 50.Eaton DK, Kann L, Kinchen S, Shanklin S, Ross J, Hawkins J, Harris WA, Lowry R, McManus T, Chyen D, Lim C, Brener ND, Wechsler H, Centers for Disease ControlPrevention (CDC) Youth risk behavior surveillance--United States, 2007. MMWR Surveill Summ. 2008 Jun 06;57(4):1–131. https://www.cdc.gov/mmwr/preview/mmwrhtml/ss5704a1.htm. [PubMed] [Google Scholar]
- 51.O'Donnell L, O'Donnell CR, Stueve A. Early sexual initiation and subsequent sex-related risks among urban minority youth: the reach for health study. Fam Plann Perspect. 2001;33(6):268–75. https://www.guttmacher.org/pubs/journals/3326801.html. [PubMed] [Google Scholar]
- 52.Lau M, Lin H, Flores G. Clusters of markers identify high and low prevalence of adolescent pregnancy in the US. J Pediatr Adolesc Gynecol. 2013 Feb;26(1):40–6. doi: 10.1016/j.jpag.2012.09.006. [DOI] [PubMed] [Google Scholar]
- 53.Kaestle CE, Halpern CT, Miller WC, Ford CA. Young age at first sexual intercourse and sexually transmitted infections in adolescents and young adults. Am J Epidemiol. 2005 Apr 15;161(8):774–80. doi: 10.1093/aje/kwi095. [DOI] [PubMed] [Google Scholar]
- 54.Scott ME, Wildsmith E, Welti K, Ryan S, Schelar E, Steward-Streng NR. Risky adolescent sexual behaviors and reproductive health in young adulthood. Perspect Sex Reprod Health. 2011 Jun;43(2):110–8. doi: 10.1363/4311011. [DOI] [PubMed] [Google Scholar]
- 55.Ryan S, Franzetta K, Manlove J, Schelar E. Older sexual partners during adolescence: links to reproductive health outcomes in young adulthood. Perspect Sex Reprod Health. 2008;40(1):17–26. doi: 10.1363/4001708. doi: 10.1363/4001708. [DOI] [PubMed] [Google Scholar]
- 56.Manlove J, Terry-Humen E, Ikramullah E. Young teenagers and older sexual partners: correlates and consequences for males and females. Perspect Sex Reprod Health. 2006 Dec;38(4):197–207. doi: 10.1363/psrh.38.197.06. [DOI] [PubMed] [Google Scholar]
- 57.Hoffman SD. By the numbers: The public costs of teen childbearing. The National Campaign to Prevent Pregnancy. 2006. [2020-12-24]. https://www.michigan.gov/documents/mdch/By_The_Numbers-The_Public_Costs_of_Teen_Childbearing_Michig_292783_7.pdf.
- 58.Shuger L. he National Campaign to Prevent Teen and Unplanned Pregnancy and America's Promise Alliance. [2021-01-12]. https://www.colorincolorado.org/research/teen-pregnancy-high-school-dropout-what-communities-can-do-address-these-issues.
- 59.Kirby D, Lepore G. ETR Associates. Washington, DC: The National Campaign to Prevent Teen and Unplanned Pregnancy, ETR Associates; 2007. [2021-01-06]. Sexual Risk and Protective Factors: Factors Affecting Teen Sexual Behavior, Pregnancy, Childbearing, and Sexually Transmitted Disease: Which Are Important? Which Can You Change? http://recapp.etr.org/recapp/documents/theories/RiskProtectiveFactors200712.pdf. [Google Scholar]
- 60.Guttmacher Institute. New York, New York: 2020. [2020-12-23]. State policies in brief: An Overview of Consent to Reproductive Health Services by Young People. https://www.guttmacher.org/state-policy/explore/overview-minors-consent-law. [Google Scholar]
- 61.Shegog R, Craig Rushing S, Gorman G, Jessen C, Torres J, Lane TL, Gaston A, Revels TK, Williamson J, Peskin MF, D'Cruz J, Tortolero S, Markham CM. NATIVE-It's Your Game: adapting a technology-based sexual health curriculum for American Indian and Alaska Native youth. J Prim Prev. 2017 Apr;38(1-2):27–48. doi: 10.1007/s10935-016-0440-9. [DOI] [PubMed] [Google Scholar]
- 62.Clark NM, Zimmerman BJ. A social cognitive view of self-regulated learning about health. Health Educ Behav. 2014 Oct;41(5):485–91. doi: 10.1177/1090198114547512. [DOI] [PubMed] [Google Scholar]
- 63.Spates CR, Kanfer F. Self-monitoring, self-evaluation, and self-reinforcement in children's learning: a test of a multistage self-regulation model. Behav Ther. 1977;8:A. doi: 10.1016/S0005-7894(77)80115-9. doi: 10.1016/S0005-7894(77)80115-9. [DOI] [Google Scholar]
- 64.Schunk DH. Progress self-monitoring: effects on children's self-efficacy and achievement. J Exper Educ. 1982;51:89–93. doi: 10.1080/00220973.1982.11011845. doi: 10.1080/00220973.1982.11011845. [DOI] [Google Scholar]
- 65.Zimmerman BJ. Self-regulating academic learning and achievement: the emergence of a social cognitive perspective. Educ Psychol Rev. 1990;2:173. doi: 10.1007/BF01322178. doi: 10.1007/BF01322178. [DOI] [Google Scholar]
- 66.Malone TW. What Makes Computer Games Fun? Byte Magazine. 1981. Dec, [2021-01-06]. https://archive.org/details/byte-magazine-1981-12/page/n259/mode/2up.
- 67.Reigeluth CM, Schwartz E. An instructional theory for the design of computer-based simulations. J Comp-Based Instruct. 1989;16:1–10. https://files.eric.ed.gov/fulltext/ED289470.pdf. [Google Scholar]
- 68.Parker LE, Lepper MR. Effects of fantasy contexts on children's learning and motivation: making learning more fun. J Pers Soc Psychol. 1992;62:625–633. doi: 10.1037/0022-3514.62.4.625. doi: 10.1037/0022-3514.62.4.625. [DOI] [PubMed] [Google Scholar]
- 69.Lepper MR, Malone TW. Intrinsic motivation and instructional effectiveness in computer-based education. In: Snow RE, Farr MJ, editors. Aptitude, Learning, and Instruction, III. Conative and Affective Process Analysis. Hillsdale, NJ: Lawrence Erlbaum; 2018. [Google Scholar]
- 70.Milheim WD, Martin B. Theoretical bases for the use of learner control: three different perspectives. J Comp-Based Instruct. 1991;18(3):99–105. https://psycnet.apa.org/record/1992-04146-001. [Google Scholar]
- 71.Pollock JC, Sullivan H. Practice mode and learner control in computer-based instruction. Contemp Educ Psychol. 1990;15:251–260. doi: 10.1016/0361-476X(90)90022-S. doi: 10.1016/0361-476X(90)90022-S. [DOI] [Google Scholar]
- 72.Elliot ES, Dweck C. Goals: an approach to motivation and achievement. J Personality Social Psychol. 1988;54:5–12. doi: 10.1037/0022-3514.54.1.5. doi: 10.1037/0022-3514.54.1.5. [DOI] [PubMed] [Google Scholar]
- 73.Strecher VJ, Seijts GH, Kok GJ, Latham GP, Glasgow R, DeVellis B, Meertens RM, Bulger DW. Goal setting as a strategy for health behavior change. Health Educ Q. 1995 May;22(2):190–200. doi: 10.1177/109019819502200207. [DOI] [PubMed] [Google Scholar]
- 74.Wood D, Bruner JS, Ross G. The role of tutoring in problem solving. J Child Psychol Psychiatry. 1976 Apr;17(2):89–100. doi: 10.1111/j.1469-7610.1976.tb00381.x. [DOI] [PubMed] [Google Scholar]
- 75.Alessi SM, Trollip SR. Computer-Based Instruction. Methods and Development. New Jersey: Prentice-Hall; 1991. [Google Scholar]
- 76.Rumelhart DE, Ortony A. The representation of knowledge in memory. In: Anderson RC, Spiro RJ, Montague WE, editors. Schooling and the Acquisition of Knowledge. New Jersey: Erlbaum; 1977. [Google Scholar]
- 77.Paivio A. Mental Representations: A Dual Coding Approach. Oxford: Oxford University Press; 1986. [Google Scholar]
- 78.Milheim WD, Martin B. Theoretical bases for the use of learner control: three different perspectives. J Comp Based Instruct. 1991;18:0098–597. https://psycnet.apa.org/record/1992-04146-001. [Google Scholar]
- 79.Shegog R, Bartholomew LK, Gold RS, Pierrel E, Parcel GS, Sockrider MM, Czyzewski DI, Fernandez ME, Berlin NJ, Abramson S. Asthma management simulation for children: translating theory, methods, and strategies to effect behavior change. Simul Healthc. 2006;1(3):151–9. doi: 10.1097/01.SIH.0000244456.22457.e8. [DOI] [PubMed] [Google Scholar]
- 80.Shegog R. Application of behavioral theory in computer game design for health behavior change. In: Cannon-Bowers J, Bowers C, editors. Serious Game Design and Development: Technologies for Training and Learning. Pennsylvania: Hershey; 2010. [Google Scholar]
- 81.Hwang W, Salvendy G. Number of people required for usability evaluation. Commun ACM. 2010 May 01;53(5):130–3. doi: 10.1145/1735223.1735255. [DOI] [Google Scholar]
- 82.Macefield R. How to specify the participant group size for usability studies: a practitioner's guide. J Usability Stud. 2009;5(1):34–45. https://uxpajournal.org/wp-content/uploads/sites/8/pdf/JUS_Macefield_Nov2009.pdf. [Google Scholar]
- 83.Miller KS, Kotchick BA, Dorsey S, Forehand R, Ham AY. Family communication about sex: what are parents saying and are their adolescents listening? Fam Plann Perspect. 1998;30(5):218–22, 35. https://www.guttmacher.org/pubs/journals/3021898.html. [PubMed] [Google Scholar]
- 84.DiIorio C, Dudley WN, Wang DT, Wasserman J, Eichler M, Belcher L, West-Edwards C. Measurement of parenting self-efficacy and outcome expectancy related to discussions about sex. J Nurs Meas. 2001;9(2):135–49. [PubMed] [Google Scholar]
- 85.Schuster MA, Corona R, Elliott MN, Kanouse DE, Eastman KL, Zhou AJ, Klein DJ. Evaluation of talking parents, healthy teens, a new worksite based parenting programme to promote parent-adolescent communication about sexual health: randomised controlled trial. Br Med J. 2008 Jul 10;337:a308. doi: 10.1136/bmj.39609.657581.25. http://europepmc.org/abstract/MED/18617492. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Resnick MD, Bearman PS, Blum RW, Bauman KE, Harris KM, Jones J, Tabor J, Beuhring T, Sieving RE, Shew M, Ireland M, Bearinger LH, Udry JR. Protecting adolescents from harm. Findings from the National Longitudinal Study on Adolescent Health. J Am Med Assoc. 1997 Sep 10;278(10):823–32. doi: 10.1001/jama.278.10.823. [DOI] [PubMed] [Google Scholar]
- 87.Askar P, Yavuz H, Koksal M. Student's perceptions of computer-assisted instruction environment and their attitudes towards computer-assisted learning Educational Research, Educ Res. 34. 1992:133–9. doi: 10.1080/0013188920340204. doi: 10.1080/0013188920340204. [DOI] [Google Scholar]
- 88.Strategyzer Framework. [2020-12-24]. https://strategyzer.com/canvas/business-model-canvas.
- 89.Shegog R, Baumler E, Addy R, Peskin M, Thiel M, Tortolero S. Sexual health education for behavior change: how much is enough? Child At Risk. 2017;8(1) https://digitalcommons.library.tmc.edu/childrenatrisk/vol8/iss1/5. [Google Scholar]
- 90.Van Eck R. Interdisciplinary Models and Tools for Serious Games. Emerging Concepts and Future Directions. Information Science Reference. Hershey, Pennsylvania: IGI Global; 2010. [Google Scholar]
- 91.Complex Interventions Guidance. London: Medical Research Council; 2019. [2020-11-23]. Developing and evaluating complex interventions: Following considerable development in the field since 2006, MRC and NIHR have jointly commissioned an update of this guidance to be published in 2019. https://mrc.ukri.org/documents/pdf/complex-interventions-guidance/ [Google Scholar]